Automated Landsat 8 data preprocessing for national forest monitoring system

Hudjimartsu, Sahid; Prasetyo, Lilik Budi; Setiawan, Yudi; Suyamto, Desi; Ikbal, Wim; Kustiyo,

doi:10.1117/12.2326100

Cited by 4 publications

(2 citation statements)

References 5 publications

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“…The Illumination Condition and Rotation model algorithm is a widely used method for topographic correction. This method uses the sun angle and the slope of the terrain to adjust the reflectance values of the pixels in the image, so that they are more accurate and comparable across different terrain elevations (52).…”

Section: Discussionmentioning

confidence: 99%

Land Cover Change and Food Security in Central Sumba: Challenge and Opportunity in the Decentralization Era in Indonesia

Ngongo¹,

DeRosari²,

Basuki³

et al. 2023

Preprint

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This study focuses on land cover and land management changes in relation to food security and environmental services in a semi-arid area of East Nusa Tenggara (ENT) – Indonesia. The study was conducted in Central Sumba District of ENT Province. Classification and regression tree (CART) for land cover classification has been analyzed using machine learning techniques using Google Earth Engine. A survey with Focus Group Discussion (FGD) and followed with in-depth interviews were conducted for primary data collection involving a total of 871 respondents. The Socio-economic data analyzed statistics descriptively and non-parametric tests. The study showed that: 1). There has been a substantial land use change during the devo-lution era that has both positive and negative implications for food security and envi-ronmental services. 2). There has been population pressure in the fertile or agricultur-al land as the direct impact of the development of city infrastructures; and 3). Nation-al intervention through the Food Estate program has fostered and shaped land use change and land management in Central Sumba District. The study highlights the importance that the devolution spirit should help to well manage the limited ara-ble/agricultural land in dominated semi-arid to ensure food security and environment services.

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Section: Discussionmentioning

confidence: 99%

Land Cover Change and Food Security in Central Sumba: Challenge and Opportunity in the Decentralization Era in Indonesia

Ngongo¹,

DeRosari²,

Basuki³

et al. 2023

Preprint

View full text Add to dashboard Cite

show abstract

“…The Illumination Condition and Rotation model algorithm is a widely used method for topographic correction [36,37]. This method uses the sun angle and the slope of terrain to adjust the reflectance values of pixels in an image so that they are more accurate and comparable across different terrain elevations [38]. Clouds can affect the accuracy of remote sensing data, so it is important to detect and mask them.…”

Section: Discussionmentioning

confidence: 99%

Land Cover Change and Food Security in Central Sumba: Challenges and Opportunities in the Decentralization Era in Indonesia

Ngongo

deRosari²,

Basuki

et al. 2023

Land

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This study focuses on land cover and land management changes in relation to food security and environmental services in a semi-arid area of East Nusa Tenggara (ENT), Indonesia. The study was conducted in the Central Sumba District of ENT province. A classification and regression tree (CART) for land cover classification was analyzed using machine learning techniques through the implementation of the Google Earth Engine. A Focus Group Discussion (FGD) survey followed by in-depth interviews was conducted for primary data collection, involving a total of 871 respondents. The socio-economic data were statistically analyzed descriptively using non-parametric tests. The study showed that (1) there has been a substantial change in land use during the devolution era that has both positive and negative implications for food security and environmental services; (2) there has been population pressure in fertile and agricultural land as a direct impact of the development of city infrastructure; and (3) national intervention through the Food Estate program has fostered and shaped land use change and land management in the Central Sumba District. The study highlights the importance of the devolution spirit in aiding the management of limited arable/agricultural land in predominantly semi-arid areas to ensure food security and environmental services.

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Rice fields classification through spectral-temporal data fusion during the rainy and dry seasons using Sentinel-2 optical images in Subang Regency, West Java, Indonesia

Kustiyo,

Rokhmatuloh,

Saputro

et al. 2024

Paddy Water Environ

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Automated Landsat 8 data preprocessing for national forest monitoring system

Cited by 4 publications

References 5 publications

Land Cover Change and Food Security in Central Sumba: Challenge and Opportunity in the Decentralization Era in Indonesia

Land Cover Change and Food Security in Central Sumba: Challenge and Opportunity in the Decentralization Era in Indonesia

Land Cover Change and Food Security in Central Sumba: Challenges and Opportunities in the Decentralization Era in Indonesia

Rice fields classification through spectral-temporal data fusion during the rainy and dry seasons using Sentinel-2 optical images in Subang Regency, West Java, Indonesia

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